Shape Your Feed: An LLM-based Agentic System for Conversational Recommendation

Ziyun Xu, Bosen Ding, Yue Zhang +10

Industrial recommendation systems predominantly adopt a passive ranking paradigm that infers user preferences from implicit behavioral signals (e.g., clicks, dwell time) rather tha…